Datacircle

Best cached LinkedIn company data API in 2026

We benchmarked 5 cached LinkedIn company data API providers. We list the three we score highest. For each one, we show its top scoring plan, each part of the plan's score and what 1,000 companies cost.

The Data score on Cached LinkedIn company profiles

The share of a company's LinkedIn page the call returns, out of 100: on each company we called, the share of the parts we count that the call filled, averaged over the companies. A company it didn't find counts as 0. Each provider here answers from a copy it keeps. We check each answer against what the live APIs found on the page when we called them, and a count or website that differs from theirs doesn't count. We count the company's own LinkedIn page only, not fields worked out from it or taken from another source, like its funding. A provider called on fewer companies is set against how the others did on those same companies, so an easier few don't lift it.

  1. #1

    Reverse Contact, $449 monthly: Cached LinkedIn company data API

    Overall score
    87.4Overall score: 87.4 What goes in • Price score: 100, its weight 40 • Data score: 78, its weight 40 • Cost to get started score: 62, its weight 10 • Bundle score: 86, its weight 10 • Performance score: 100, its weight 10 Formula Overall score = (40 × price score + 40 × data score + 10 × cost to get started score + 10 × bundle score + 10 × performance score) / 110 This plan Overall score = (40 × 100.00 + 40 × 78.30 + 10 × 62.46 + 10 × 85.71 + 10 × 100.00) / 110 = 87.3973, shown as 87.4
    Price score
    100Price score: 100 What goes in • $ per 1,000 companies: $0 extra, a flat fee with no cap • $ per 1,000 companies the provider can't find: $0 Formula Price score = 100 × (35 × rank + 5 × not found) / 40 rank = 1 − plans cheaper / plans we rank by price (a flat fee with no cap scores 1, a plan with no $ per 1,000 scores 0) not found = 1 − not found $ per 1,000 / $ per 1,000, never under 0 Not found is 1 when the provider charges nothing for companies it can't find. A flat fee with no cap counts as charging nothing. Not found is 0 when we don't know what the provider charges for companies it can't find. Not found is 0 when the provider charges for companies it can't find and the plan has no $ per 1,000. This plan rank = 1 (a flat fee with no cap) not found = 1 (the provider charges nothing) Price score = 100 × (35 × 1 + 5 × 1) / 40 = 100.00, shown as 100
    • $ per 1,000 companies the provider can't find: $0
    Data score
    78Data score: 78 What goes in • In our benchmark of 21 October 2026, we scored this provider on 14 of our 20 companies. • We scored this plan 0.783 out of 1 in our benchmark, so its Data score is 78. Formula Data score = 100 × this plan's benchmark score, out of 1 The Data score on Cached LinkedIn company profiles The share of a company's LinkedIn page the call returns, out of 100: on each company we called, the share of the parts we count that the call filled, averaged over the companies. A company it didn't find counts as 0. Each provider here answers from a copy it keeps. We check each answer against what the live APIs found on the page when we called them, and a count or website that differs from theirs doesn't count. We count the company's own LinkedIn page only, not fields worked out from it or taken from another source, like its funding. A provider called on fewer companies is set against how the others did on those same companies, so an easier few don't lift it. This plan Data score = 100 × 0.783 = 78.30, shown as 78
    Cost to get started score
    62Cost to get started score: 62 What goes in • Who can get it: professionals acting in their professional capacity, not as consumers • How you pay: monthly • Least to pay before your first result: $449 Formula Cost to get started score = 100 × (who + billing + least) / 3 who = closed to new users 0, on approval or after a call 0.3, only if you already pay for a plan 0.3, a crypto wallet 0.5, a business email 0.7, none of these 1 billing = pay as you go or free 1, a pack or a top-up 0.8, monthly 0.7, quarterly 0.5, half-yearly 0.4, yearly 0.3, contact us 0 least = $10 or less 1, else 1 − log10(least / $10) / 2, never under 0 This plan who = 1 billing = 0.7 least = 1 − log10($449 / $10) / 2 = 0.1739 Cost to get started score = 100 × (1 + 0.7 + 0.1739) / 3 = 62.46, shown as 62
    • How you pay: monthly
    • Least to pay before your first result: $449
    Bundle score
    86Bundle score: 86 What goes in • Also pays for: Person profile · People search · Company search · People lookalike · Agentic Search · Agentic Company Search Formula Bundle score = 100 × other calls / (other calls + 1) other calls = the number of items in Also pays for. Each item counts once, even one that names several calls or every endpoint. A plan whose pages we haven't read yet counts 0. This plan Bundle score = 100 × 6 / (6 + 1) = 85.71, shown as 86
    • Also pays for: Person profile · People search · Company search · People lookalike · Agentic Search · Agentic Company Search
    Performance score
    100Performance score: 100 What goes in • Its median time per call in our benchmark of 21 October 2026, minus the baseline: 0.072 s, counted as 0.1 s • The Swarm, the fastest benchmarked provider: under 0.1 s, counted as 0.1 s Formula Performance score = 100 × the fastest median / this median time = the call's time minus the mean of three free calls to the same provider just before it, on the same connection where that mean is longer than the call: minus the provider's median baseline, capped at the call's time a median under 0.1 s counts as 0.1 s, since the baseline we take off varies by about 0.1 s This plan Performance score = 100 × 0.1 / 0.1 = 100.00, shown as 100
    • Its median time per call in our benchmark of 21 October 2026, minus the baseline: 0.072 s, counted as 0.1 s
    • The Swarm, the fastest benchmarked provider: under 0.1 s, counted as 0.1 s
    $ per 1,000
    $0 extra. The $449 monthly price covers any number of companies.
    • In our benchmark of 21 October 2026, we scored this provider on 14 of our 20 companies.
    • We scored this plan 0.783 out of 1 in our benchmark, so its Data score is 78.
  2. #2

    BlitzAPI, top-up from $0.60: Cached LinkedIn company data API

    Overall score
    82.1Overall score: 82.1 What goes in • Price score: 91, its weight 40 • Data score: 63, its weight 40 • Cost to get started score: 93, its weight 10 • Bundle score: 94, its weight 10 • Performance score: 100, its weight 10 This plan Overall score = (40 × 91.25 + 40 × 62.65 + 10 × 93.33 + 10 × 94.12 + 10 × 100.00) / 110 = 82.0955, shown as 82.1
    Price score
    91Price score: 91 What goes in • $ per 1,000 companies: $1.00 • $ per 1,000 companies the provider can't find: $0 • Plans of this API we rank by price: 40 • Plans cheaper per 1,000 companies than this plan: 4 This plan rank = 1 − 4 / 40 = 0.9 not found = 1 (the provider charges nothing) Price score = 100 × (35 × 0.9 + 5 × 1) / 40 = 91.25, shown as 91
    • $ per 1,000 companies the provider can't find: $0
    • Plans of this API we rank by price: 40
    • Plans cheaper per 1,000 companies than this plan: 4
    Data score
    63Data score: 63 What goes in • In our benchmark of 23 October 2026, we called this provider on all 20 of our companies. • We scored this plan 0.6265 out of 1 in our benchmark, so its Data score is 63. This plan Data score = 100 × 0.6265 = 62.65, shown as 63
    Cost to get started score
    93Cost to get started score: 93 What goes in • Who can get it: AI agents, on their own or for their human, through BlitzAPI's agent storefront, no BlitzAPI account needed • How you pay: a top-up you pay first • Least to pay before your first result: $0.60 This plan who = 1 billing = 0.8 least = 1 ($0.60 is $10 or less) Cost to get started score = 100 × (1 + 0.8 + 1) / 3 = 93.33, shown as 93
    • How you pay: a top-up you pay first
    • Least to pay before your first result: $0.60
    Bundle score
    94Bundle score: 94 What goes in • Also pays for, from the same budget: Find People · Employee Finder · Waterfall ICP Search · Company Search · TAM By Jobs · TAM By People · Search Jobs · Search Company Jobs · Person Enrichment · Find Work Email · Reverse Email Lookup · Reverse Phone Lookup · Domain to LinkedIn URL · LinkedIn URL to Domain · Company Employee Distribution by Country · Company Employee Distribution by Department This plan Bundle score = 100 × 16 / (16 + 1) = 94.12, shown as 94
    • Also pays for, from the same budget: Find People · Employee Finder · Waterfall ICP Search · Company Search · TAM By Jobs · TAM By People · Search Jobs · Search Company Jobs · Person Enrichment · Find Work Email · Reverse Email Lookup · Reverse Phone Lookup · Domain to LinkedIn URL · LinkedIn URL to Domain · Company Employee Distribution by Country · Company Employee Distribution by Department
    Performance score
    100Performance score: 100 What goes in • Its median time per call in our benchmark of 23 October 2026, minus the baseline: 0.096 s, counted as 0.1 s • The Swarm, the fastest benchmarked provider: under 0.1 s, counted as 0.1 s This plan Performance score = 100 × 0.1 / 0.1 = 100.00, shown as 100
    • Its median time per call in our benchmark of 23 October 2026, minus the baseline: 0.096 s, counted as 0.1 s
    • The Swarm, the fastest benchmarked provider: under 0.1 s, counted as 0.1 s
    $ per 1,000
    $1.00
    • In our benchmark of 23 October 2026, we called this provider on all 20 of our companies.
    • We scored this plan 0.6265 out of 1 in our benchmark, so its Data score is 63.
  3. #3

    Enrich Layer, $299 monthly: Cached LinkedIn company data API

    Overall score
    75.8Overall score: 75.8 What goes in • Price score: 83, its weight 40 • Data score: 87, its weight 40 • Cost to get started score: 65, its weight 10 • Bundle score: 50, its weight 10 • Performance score: 41, its weight 10 This plan Overall score = (40 × 82.50 + 40 × 86.88 + 10 × 65.41 + 10 × 50.00 + 10 × 41.15) / 110 = 75.8255, shown as 75.8
    Price score
    83Price score: 83 What goes in • $ per 1,000 companies: $11.96 • $ per 1,000 companies the provider can't find: $0 • Plans of this API we rank by price: 40 • Plans cheaper per 1,000 companies than this plan: 8 This plan rank = 1 − 8 / 40 = 0.8 not found = 1 (the provider charges nothing) Price score = 100 × (35 × 0.8 + 5 × 1) / 40 = 82.50, shown as 83
    • $ per 1,000 companies the provider can't find: $0
    • Plans of this API we rank by price: 40
    • Plans cheaper per 1,000 companies than this plan: 8
    Data score
    87Data score: 87 What goes in • In our benchmark of 21 and 22 October 2026, we called this provider on all 20 of our companies. • We scored this plan 0.8688 out of 1 in our benchmark, so its Data score is 87. This plan Data score = 100 × 0.8688 = 86.88, shown as 87
    Cost to get started score
    65Cost to get started score: 65 What goes in • Who can get it: anyone 18 or over, on a 12-month contract • How you pay: monthly • Least to pay before your first result: $299 This plan who = 1 billing = 0.7 least = 1 − log10($299 / $10) / 2 = 0.2622 Cost to get started score = 100 × (1 + 0.7 + 0.2622) / 3 = 65.41, shown as 65
    • How you pay: monthly
    • Least to pay before your first result: $299
    Bundle score
    50Bundle score: 50 What goes in • Also pays for, from the same budget: all endpoints This plan Bundle score = 100 × 1 / (1 + 1) = 50.00, shown as 50
    • Also pays for, from the same budget: all endpoints
    Performance score
    41Performance score: 41 What goes in • Its median time per call in our benchmark of 21 and 22 October 2026, minus the baseline: 0.243 s • The Swarm, the fastest benchmarked provider: under 0.1 s, counted as 0.1 s This plan Performance score = 100 × 0.1 / 0.243 = 41.15, shown as 41
    • Its median time per call in our benchmark of 21 and 22 October 2026, minus the baseline: 0.243 s
    • The Swarm, the fastest benchmarked provider: under 0.1 s, counted as 0.1 s
    $ per 1,000
    $11.96
    • In our benchmark of 21 and 22 October 2026, we called this provider on all 20 of our companies.
    • We scored this plan 0.8688 out of 1 in our benchmark, so its Data score is 87.

Every cached LinkedIn company data API provider we score, ranked

  1. Reverse Contact, $449 monthly: Overall score 87.4, $0 extra per 1,000. The $449 monthly price covers any number of companies.
  2. BlitzAPI, top-up from $0.60: Overall score 82.1, $1.00 per 1,000
  3. Enrich Layer, $299 monthly: Overall score 75.8, $11.96 per 1,000
  4. The Swarm, $500 monthly: Overall score 65.8, $10.00 per 1,000
  5. LeadMagic, $499 monthly: Overall score 62.8, $9.98 per 1,000

Best GTM APIs